The couple filmed an ad for Remy Martin earlier this year. Patton said of the experience, “It’s like shooting a mini movie and I’m having a blast. On top of it all I’m with my husband, so it’s really fun.”

The singer and the toddler were last seen going grocery shopping in West Hollywood in September.